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Papers Benchmarks Datasets Tasks

Semantic segmentation research benchmarks – Page 75 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WORD (n=90) (Roll-Out)

80.7Final Dice

5

Feb 26, 2026

LiTS (n=99) (Roll-Out)

77.3Final Dice

5

Feb 26, 2026

Industrial3D (test)

55.74Overall mIoU

5

Feb 26, 2026

Adverse Conditions Dataset for Cityscapes Snow

0.585Dice Score

5

Feb 26, 2026

DELIVER R-D-E-L (test)

65.38mIoU

5

Feb 26, 2026

DELIVER R-D-E (test)

62.69mIoU

5

Feb 26, 2026

DELIVER R-D (test)

63.57mIoU

5

Feb 26, 2026

DELIVER RGB (test)

55.23mIoU

5

Feb 26, 2026

ADE20K 150 standard (val)

53.76mIoU

5

Feb 26, 2026

68.6mIoU

5

Feb 26, 2026

TransUNet + S2S2

90.4Dice Score

5

Feb 26, 2026

Synapse multi-organ CT

TransUNet + S2S2

0.812Dice Score

5

Feb 26, 2026

Structured3D sphere rank 7 256x512 (test)

95.8Accuracy

5

Feb 26, 2026

Cityscapes Average across 18 Centers OOD

White-box Training

75mIoU

5

Feb 26, 2026

72mIoU

5

Feb 26, 2026

71mIoU

5

Feb 26, 2026

CAMVID (C2 OOD)

White-box Training

72mIoU

5

Feb 26, 2026

White-box Training

73mIoU

5

Feb 26, 2026

Efficiency benchmark NVIDIA 3090 GPU

1,916.7GFLOPS

5

Feb 26, 2026

CheXlocalize (test)

60.76DSC (%)

5

Feb 26, 2026

91.29DSC

5

Feb 26, 2026

74.01DSC (%)

5

Feb 26, 2026

CelebA-19 (test)

59.57mIoU

5

Feb 26, 2026

Rainy Cityscapes (val)

30.42mIoU (25mm bin)

5

Feb 26, 2026

Fantastic Beasts 20^2 (20^0, 20^1, 20^2, 20^3)

59.2Score (20^0)

5

Feb 26, 2026

Page 75 of 95

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